{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:33:09Z","timestamp":1767339189427,"version":"3.37.3"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2018,2,1]],"date-time":"2018-02-01T00:00:00Z","timestamp":1517443200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1109\/tevc.2016.2639360","type":"journal-article","created":{"date-parts":[[2016,12,13]],"date-time":"2016-12-13T14:26:58Z","timestamp":1481639218000},"page":"79-96","source":"Crossref","is-referenced-by-count":58,"title":["A Scalability Study of Many-Objective Optimization Algorithms"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2197-3330","authenticated-orcid":false,"given":"Justin","family":"Maltese","sequence":"first","affiliation":[]},{"given":"Beatrice M.","family":"Ombuki-Berman","sequence":"additional","affiliation":[]},{"given":"Andries P.","family":"Engelbrecht","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-58484-6_269"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.882428"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/1527125.1527138"},{"key":"ref70","first-page":"91","author":"ishibuchi","year":"2010","journal-title":"Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2015.185"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2077298"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_55"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-17298-4_49"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1162\/106365602760234108"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2185847"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1830483.1830570"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2378512"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.876362"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2004.824873"},{"key":"ref60","first-page":"30","article-title":"A combined genetic adaptive search (GeneAS) for engineering design","volume":"26","author":"deb","year":"1996","journal-title":"J Inform Comput Sci"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-137-7_6"},{"article-title":"Efficient non-domination level update approach for steady-state evolutionary multiobjective optimization","year":"2014","author":"li","key":"ref61"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.861417"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2034647"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177730491"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2792984"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/SIS.2014.7011793"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2308305"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2240687"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2012.6256112"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36970-8_37"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.810758"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10732-007-9043-1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11771-013-1464-4"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICGEC.2012.90"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2258025"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2008.4631121"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2006.1688443"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00009"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.851275"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"1402","DOI":"10.1109\/TSMCB.2008.926329","article-title":"A new evolutionary algorithm for solving many-objective optimization problems","volume":"38","author":"zou","year":"2008","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms","year":"2001","author":"deb","key":"ref51"},{"key":"ref59","first-page":"115","article-title":"Simulated binary crossover for continuous search space","volume":"9","author":"deb","year":"1995","journal-title":"Complex Syst"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623496307510"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.925798"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2611642"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04045-0_27"},{"key":"ref54","first-page":"69","article-title":"A multi-objective particle swarm optimizer based on decomposition","author":"mart\u00ednez","year":"2011","journal-title":"Proc 13th Annu Conf Genet Evol Comput (GECCO)"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7744255"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.03.053"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MCDM.2009.4938830"},{"key":"ref11","first-page":"823","article-title":"Multiobjective optimization using parallel vector evaluated particle swarm optimization","author":"parsopoulos","year":"2004","journal-title":"Proc IASTED Int Conf Artif Intell Appl"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00012"},{"key":"ref12","first-page":"505","article-title":"Improving PSO-based multi-objective optimization using crowding, mutation and $\\epsilon$ -dominance","author":"sierra","year":"2005","journal-title":"Proc EMO"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45105-6_4"},{"key":"ref14","first-page":"778","article-title":"Autonomous agent response learning by a multi-species particle swarm optimization","volume":"1","author":"chow","year":"2004","journal-title":"Proc Congr Evol Comput"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2001.934293"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2064321"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_54"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2013.2274517"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37140-0_48"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10825-012-0430-y"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-013-0911-z"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2005.1554717"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0427-8_25"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797969"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.08.008"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2007.4424990"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2420112"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2011.5949697"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2576768.2598210"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2608507"},{"key":"ref41","first-page":"832","article-title":"Indicator-based selection in multiobjective search","author":"zitzler","year":"2004","journal-title":"Parallel Problem Solving from Nature-PPSN VII"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2373386"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2587749"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/8272041\/07782421.pdf?arnumber=7782421","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:41:39Z","timestamp":1641987699000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7782421\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2]]},"references-count":74,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2016.2639360","relation":{},"ISSN":["1089-778X","1089-778X","1941-0026"],"issn-type":[{"type":"print","value":"1089-778X"},{"type":"print","value":"1089-778X"},{"type":"electronic","value":"1941-0026"}],"subject":[],"published":{"date-parts":[[2018,2]]}}}